Overall

Column

Ridge(1)

Ridge(2)

Ridge(3)

LASSO(1)

LASSO(2)

LASSO(3)

Elastic Net(1)

Elastic Net(2)

Elastic Net(3)

Column

Ridge

Fold1 Fold2 Fold3 Fold4 Fold5 Mean
0.8356164 0.8289474 0.9066667 0.8243243 0.9178082 0.8626726
Cubic Tilted Others
Cubic 162 25 3
Tilted 16 128 4
Others 1 2 30
Total 179 155 37
Cubic Tilted Others
Cubic 0.91 0.16 0.08
Tilted 0.09 0.83 0.11
Others 0.01 0.01 0.81
Total 100% 100% 100%

LASSO

Fold1 Fold2 Fold3 Fold4 Fold5 Mean
0.7945205 0.8289474 0.8933333 0.8243243 0.890411 0.8463073
Cubic Tilted Others
Cubic 159 24 4
Tilted 20 127 5
Others 0 4 28
Total 179 155 37
Cubic Tilted Others
Cubic 0.89 0.15 0.11
Tilted 0.11 0.82 0.14
Others 0 0.03 0.76
Total 100% 100% 100%

Elastic Net

Fold1 Fold2 Fold3 Fold4 Fold5 Mean
0.7945205 0.8289474 0.9333333 0.8513514 0.890411 0.8597127
Cubic Tilted Others
Cubic 157 19 2
Tilted 21 134 7
Others 1 2 28
Total 179 155 37
Cubic Tilted Others
Cubic 0.88 0.12 0.05
Tilted 0.12 0.86 0.19
Others 0.01 0.01 0.76
Total 100% 100% 100%

Anion O

Column

Ridge(1)

Ridge(2)

Ridge(3)

LASSO(1)

Lasso(2)

Lasso(3)

Elastic Net(1)

Elastic Net(2)

Elastic Net(3)

Column

Ridge

Fold1 Fold2 Fold3 Fold4 Fold5 Mean
0.8135593 0.8965517 0.9122807 0.9137931 0.9122807 0.8896931
Cubic Tilted Others
Cubic 120 15 2
Tilted 10 126 3
Others 2 0 11
Total 132 141 16
Cubic Tilted Others
Cubic 0.91 0.11 0.12
Tilted 0.08 0.89 0.19
Others 0.02 0 0.69
Total 100% 100% 100%

LASSO

Fold1 Fold2 Fold3 Fold4 Fold5 Mean
0.779661 0.8793103 0.8947368 0.8793103 0.8947368 0.8655511
Cubic Tilted Others
Cubic 115 15 2
Tilted 15 126 5
Others 2 0 9
Total 132 141 16
Cubic Tilted Others
Cubic 0.87 0.11 0.12
Tilted 0.11 0.89 0.31
Others 0.02 0 0.56
Total 100% 100% 100%

Elastic Net

Fold1 Fold2 Fold3 Fold4 Fold5 Mean
0.7966102 0.8965517 0.877193 0.8793103 0.8947368 0.8688804
Cubic Tilted Others
Cubic 117 18 2
Tilted 13 123 3
Others 2 0 11
Total 132 141 16
Cubic Tilted Others
Cubic 0.89 0.13 0.12
Tilted 0.1 0.87 0.19
Others 0.02 0 0.69
Total 100% 100% 100%

Anion F

Column

Ridge(1)

Ridge(2)

LASSO(1)

Lasso(2)

Elastic Net(1)

Elastic Net(2)

Column

Ridge

Fold1 Fold2 Fold3 Fold4 Fold5 Mean
0.7272727 0.5454545 0.8333333 0.5555556 1 0.7323232
Cubic Tilted Others
Cubic 37 10 3
Tilted 1 0 0
Others 0 0 4
Total 38 10 7
Cubic Tilted Others
Cubic 0.97 1 0.43
Tilted 0.03 0 0
Others 0 0 0.57
Total 100% 100% 100%

LASSO

Fold1 Fold2 Fold3 Fold4 Fold5 Mean
0.8181818 0.7272727 0.8333333 0.5555556 1 0.7868687
Cubic Tilted Others
Cubic 38 8 3
Tilted 0 2 0
Others 0 0 4
Total 38 10 7
Cubic Tilted Others
Cubic 1 0.8 0.43
Tilted 0 0.2 0
Others 0 0 0.57
Total 100% 100% 100%

Elastic Net

Fold1 Fold2 Fold3 Fold4 Fold5 Mean
0.7272727 0.7272727 0.9166667 0.5555556 1 0.7853535
Cubic Tilted Others
Cubic 36 6 3
Tilted 2 4 0
Others 0 0 4
Total 38 10 7
Cubic Tilted Others
Cubic 0.95 0.6 0.43
Tilted 0.05 0.4 0
Others 0 0 0.57
Total 100% 100% 100%